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LearningThe data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.
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Cascaded FcnSource code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
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DeepnetsforeoDeep networks for Earth Observation
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Face Mask DetectionFace Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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Sphereface PlusSphereFace+ Implementation for <Learning towards Minimum Hyperspherical Energy> in NIPS'18.
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Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
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Simple Faster Rcnn PytorchA simplified implemention of Faster R-CNN that replicate performance from origin paper
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VpgnetVPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition (ICCV 2017)
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Py R Fcn MultigpuCode for training py-faster-rcnn and py-R-FCN on multiple GPUs in caffe
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SpherefaceImplementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
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Deep Learning Traffic LightsCode and files of the deep learning model used to win the Nexar Traffic Light Recognition challenge
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All Classifiers 2019A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
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Caffe ModelCaffe models (including classification, detection and segmentation) and deploy files for famouse networks
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Keras Oneclassanomalydetection[5 FPS - 150 FPS] Learning Deep Features for One-Class Classification (AnomalyDetection). Corresponds RaspberryPi3. Convert to Tensorflow, ONNX, Caffe, PyTorch. Implementation by Python + OpenVINO/Tensorflow Lite.
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OrnOriented Response Networks, in CVPR 2017
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SeqfaceSeqFace : Making full use of sequence information for face recognition
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Unreal caffeSelf Maintained Caffe. In this version Faster-RCNN, RFCN needs layer are fully supported!
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Up Down CaptionerAutomatic image captioning model based on Caffe, using features from bottom-up attention.
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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Keras Faster RcnnFaster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
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Facemaskdetection开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
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Robust Physical AttackPhysical adversarial attack for fooling the Faster R-CNN object detector
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Faster Rcnn tensorflowThis is a tensorflow re-implementation of Faster R-CNN: Towards Real-Time ObjectDetection with Region Proposal Networks.
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AlphalensPerformance analysis of predictive (alpha) stock factors
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IpyplotIPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.
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PyrevolutionPython tutorials and puzzles to share with the world!
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Zanzibar Aerial MappingOpen source notebooks to create state-of-the-art detection, segmentation, & classification of buildings on drone/aerial imagery with deep learning
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Cognitive Vision PythonJupyter Notebook with Python samples for the Cognitive Services Computer Vision API
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Nbviewernbconvert as a web service: Render Jupyter Notebooks as static web pages
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PennaiPennAI: AI-Driven Data Science
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Machine Learning With PythonPractice and tutorial-style notebooks covering wide variety of machine learning techniques
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Rl Stock📈 如何用深度强化学习自动炒股
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Pyironpyiron - an integrated development environment (IDE) for computational materials science.
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Sentiment analysisThis is the code for "Sentiment Analysis - Data Lit #1" by Siraj Raval on Youtube
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Ssd keras简明 SSD 目标检测模型 keras version(交通标志识别 训练部分见 dev 分支)
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Pytorch GanA minimal implementaion (less than 150 lines of code with visualization) of DCGAN/WGAN in PyTorch with jupyter notebooks
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AsapASAP: Prioritizing Attention via Time Series Smoothing
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Pytorch Pose EstimationPyTorch Implementation of Realtime Multi-Person Pose Estimation project.
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Fast Neural StylePytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution
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